Eric Horvitz

Ryen White, Eric Horvitz: From web search to healthcare utilization: privacy-sensitive studies from mobile data. JAMIA 20(1): 61-68 (2013)

Ryen W. White, Nicholas P. Tatonetti, Nigam H. Shah, Russ B. Altman, Eric Horvitz: Web-scale pharmacovigilance: listening to signals from the crowd. JAMIA 20(3): 404-408 (2013)

Munmun De Choudhury, Scott Counts, Eric Horvitz: Predicting postpartum changes in emotion and behavior via social media. CHI 2013: 3267-3276

Lauren Wilcox, Rupa A. Patel, Anthony L. Back, Mary Czerwinski, Paul Gorman, Eric Horvitz, Wanda Pratt: Patient-clinician communication: the roadmap for HCI. CHI Extended Abstracts 2013: 3291-3294

Munmun De Choudhury, Scott Counts, Eric Horvitz: Major life changes and behavioral markers in social media: case of childbirth. CSCW 2013: 1431-1442

Stephanie Rosenthal, Sarjoun Skaff, Manuela M. Veloso, Dan Bohus, Eric Horvitz: Execution memory for grounding and coordination. HRI 2013: 213-214

Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz: Pairwise ranking aggregation in a crowdsourced setting. WSDM 2013: 193-202

Kira Radinsky, Eric Horvitz: Mining the web to predict future events. WSDM 2013: 255-264

Robert West, Ryen W. White, Eric Horvitz: From cookies to cooks: insights on dietary patterns via analysis of web usage logs. WWW 2013: 1399-1410

Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs: Coordinates: Probabilistic Forecasting of Presence and Availability. CoRR abs/1301.0573 (2013)

Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering: A Bayesian Approach to Tackling Hard Computational Problems. CoRR abs/1301.2279 (2013)

Tim Paek, Eric Horvitz: Conversation as Action Under Uncertainty. CoRR abs/1301.3883 (2013)

David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach. CoRR abs/1301.3885 (2013)

Eric Horvitz, Andy Jacobs, David Hovel: Attention-Sensitive Alerting. CoRR abs/1301.6707 (2013)

David Heckerman, Eric Horvitz: Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. CoRR abs/1301.7382 (2013)

Eric Horvitz, John S. Breese, David Heckerman, David Hovel, Koos Rommelse: The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. CoRR abs/1301.7385 (2013)

Eric Horvitz, Jed Lengyel: Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. CoRR abs/1302.1547 (2013)

Eric Horvitz, Adam Seiver: Time-Critical Reasoning: Representations and Application. CoRR abs/1302.1548 (2013)

Kim-Leng Poh, Eric Horvitz: A Graph-Theoretic Analysis of Information Value. CoRR abs/1302.3596 (2013)

Eric Horvitz, Matthew Barry: Display of Information for Time-Critical Decision Making. CoRR abs/1302.4959 (2013)

Eric Horvitz, Adrian C. Klein: Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. CoRR abs/1302.4960 (2013)

Sampath Srinivas, Eric Horvitz: Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-based Diagnosis. CoRR abs/1302.4986 (2013)

Eric Horvitz, Adrian C. Klein: Utility-Based Abstraction and Categorization. CoRR abs/1303.1469 (2013)

Kim-Leng Poh, Eric Horvitz: Reasoning about the Value of Decision-Model Refinement: Methods and Application. CoRR abs/1303.1475 (2013)

Lisa J. Burnell, Eric Horvitz: A Synthesis of Logical and Probabilistic Reasoning for Program Understanding and Debugging. CoRR abs/1303.1488 (2013)

Paul Dagum, Adam Galper, Eric Horvitz: Dynamic Network Models for Forecasting. CoRR abs/1303.5396 (2013)

Paul Dagum, Eric Horvitz: Reformulating Inference Problems Through Selective Conditioning. CoRR abs/1303.5397 (2013)

David Heckerman, Eric Horvitz, Blackford Middleton: An Approximate Nonmyopic Computation for Value of Information. CoRR abs/1303.5720 (2013)

Eric Horvitz, Geoffrey Rutledge: Time-Dependent Utility and Action Under Uncertainty. CoRR abs/1303.5722 (2013)

John S. Breese, Eric Horvitz: Ideal Reformulation of Belief Networks. CoRR abs/1304.1089 (2013)

David Heckerman, Eric Horvitz: Problem Formulation as the Reduction of a Decision Model. CoRR abs/1304.1091 (2013)

David Heckerman, John S. Breese, Eric Horvitz: The Compilation of Decision Models. CoRR abs/1304.1510 (2013)

Eric Horvitz, Jaap Suermondt, Gregory F. Cooper: Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources. CoRR abs/1304.1512 (2013)

Eric Horvitz: Reasoning About Beliefs and Actions Under Computational Resource Constraints. CoRR abs/1304.2759 (2013)

David Heckerman, Eric Horvitz: The Myth of Modularity in Rule-Based Systems. CoRR abs/1304.3090 (2013)

Robert West, Ryen W. White, Eric Horvitz: From Cookies to Cooks: Insights on Dietary Patterns via Analysis of Web Usage Logs. CoRR abs/1304.3742 (2013)

Eric Horvitz, Finn Verner Jensen: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (1996). CoRR abs/1304.3847 (2013)

Maria Fox, Manuela M. Veloso, Eric Horvitz: Introducing Worldwide AI. AI Magazine 33(1) (2012)

Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz: Learning to Learn: Algorithmic Inspirations from Human Problem Solving. AAAI 2012

Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz: Performance and Preferences: Interactive Refinement of Machine Learning Procedures. AAAI 2012

Ece Kamar, Severin Hacker, Eric Horvitz: Combining human and machine intelligence in large-scale crowdsourcing. AAMAS 2012: 467-474

Haoqi Zhang, Eric Horvitz, Yiling Chen, David C. Parkes: Task routing for prediction tasks. AAMAS 2012: 889-896

Ece Kamar, Eric Horvitz: Incentives for truthful reporting in crowdsourcing. AAMAS 2012: 1329-1330

Haoqi Zhang, Edith Law, Rob Miller, Krzysztof Gajos, David C. Parkes, Eric Horvitz: Human computation tasks with global constraints. CHI 2012: 217-226

Michael S. Bernstein, Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz: Direct answers for search queries in the long tail. CHI 2012: 237-246

Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvitz: Memory constrained face recognition. CVPR 2012: 2539-2546

Eric Horvitz, John Krumm: Some help on the way: opportunistic routing under uncertainty. UbiComp 2012: 371-380

Dafna Shahaf, Carlos Guestrin, Eric Horvitz: Metro maps of science. KDD 2012: 1122-1130

Jenna Wiens, John V. Guttag, Eric Horvitz: Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task. NIPS 2012: 476-484

Sven Seuken, David C. Parkes, Eric Horvitz, Kamal Jain, Mary Czerwinski, Desney S. Tan: Market user interface design. ACM Conference on Electronic Commerce 2012: 898-915

Ryen W. White, Eric Horvitz: Studies of the onset and persistence of medical concerns in search logs. SIGIR 2012: 265-274

William Yang Wang, Dan Bohus, Ece Kamar, Eric Horvitz: Crowdsourcing the acquisition of natural language corpora: Methods and observations. SLT 2012: 73-78

Kira Radinsky, Krysta Marie Svore, Susan T. Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz: Modeling and predicting behavioral dynamics on the web. WWW 2012: 599-608

Dafna Shahaf, Carlos Guestrin, Eric Horvitz: Trains of thought: generating information maps. WWW 2012: 899-908

Ashish Kapoor, Eric Horvitz: On Discarding, Caching, and Recalling Samples in Active Learning. CoRR abs/1206.5274 (2012)

Eric Horvitz, Johnson Apacible, Raman Sarin, Lin Liao: Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service. CoRR abs/1207.1352 (2012)

David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill: Web-Based Question Answering: A Decision-Making Perspective. CoRR abs/1212.2453 (2012)

Roger Azevedo, Gautam Biswas, Dan Bohus, Ted Carmichael, Mark A. Finlayson, Mirsad Hadzikadic, Catherine Havasi, Eric Horvitz, Takayuki Kanda, Oluwasanmi Koyejo, William F. Lawless, Douglas B. Lenat, Felipe Meneguzzi, Bilge Mutlu, Jean Oh, Roberto Pirrone, Antoine Raux, Donald A. Sofge, Gita Sukthankar, Benjamin Van Durme: Reports of the AAAI 2010 Fall Symposia. AI Magazine 32(1): 93-100 (2011)

Dan Bohus, Eric Horvitz, Takayuki Kanda, Bilge Mutlu, Antoine Raux: Introduction to the Special Issue on Dialog with Robots. AI Magazine 32(4): 15-16 (2011)

Susan L. Graham, Deborah Estrin, Eric Horvitz, Isaac S. Kohane, Elizabeth D. Mynatt, Ida Sim: Information Technology research challenges for healthcare: from discovery to delivery. SIGHIT Record 1(1): 4-9 (2011)

Sven Seuken, David C. Parkes, Eric Horvitz, Kamal Jain, Mary Czerwinski, Desney S. Tan: Market User Interface Design - (Extended Abstract). AMMA 2011: 2-4

Ece Kamar, Eric Horvitz: Jogger: models for context-sensitive reminding. AAMAS 2011: 1089-1090

Lauren Wilcox, Dan Morris, Desney S. Tan, Justin Gatewood, Eric Horvitz: Characterizing patient-friendly "micro-explanations"of medical events. CHI 2011: 29-32

Shamsi T. Iqbal, Eric Horvitz, Yun-Cheng Ju, Ella Mathews: Hang on a sec!: effects of proactive mediation of phone conversations while driving. CHI 2011: 463-472

Shamsi T. Iqbal, Jonathan Grudin, Eric Horvitz: Peripheral computing during presentations: perspectives on costs and preferences. CHI 2011: 891-894

Dan Bohus, Eric Horvitz: Decisions about turns in multiparty conversation: from perception to action. ICMI 2011: 153-160

Eric Horvitz: Bricks, arches, and cathedrals: reflections on paths to deeper human-computer symbioses. IUI 2011: 1-2

Dan Bohus, Eric Horvitz: Multiparty Turn Taking in Situated Dialog: Study, Lessons, and Directions. SIGDIAL Conference 2011: 98-109

Marc-Allen Cartright, Ryen W. White, Eric Horvitz: Intentions and attention in exploratory health search. SIGIR 2011: 65-74

Edith Law, Paul N. Bennett, Eric Horvitz: The effects of choice in routing relevance judgments. SIGIR 2011: 1127-1128

Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz: AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead. AI Magazine 31(3): 103-114 (2010)

Thomas Barkowsky, Sven Bertel, Frank Broz, Vinay K. Chaudhri, Nathan Eagle, Michael R. Genesereth, Harry Halpin, Emily Hamner, Gabe Hoffmann, Christoph Hölscher, Eric Horvitz, Tom Lauwers, Deborah L. McGuinness, Marek P. Michalowski, Emily Mower, Thomas F. Shipley, Kristen Stubbs, Roland Vogl, Mary-Anne Williams: Reports of the AAAI 2010 Spring Symposia. AI Magazine 31(3): 115-122 (2010)

Andreas Krause, Eric Horvitz: A Utility-Theoretic Approach to Privacy in Online Services. J. Artif. Intell. Res. (JAIR) 39: 633-662 (2010)

Jaime Teevan, Susan T. Dumais, Eric Horvitz: Potential for personalization. ACM Trans. Comput.-Hum. Interact. 17(1) (2010)

Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz: Personalization via friendsourcing. ACM Trans. Comput.-Hum. Interact. 17(2) (2010)

Dafna Shahaf, Eric Horvitz: Generalized Task Markets for Human and Machine Computation. AAAI 2010

Nathan Eagle, Eric Horvitz: Preface. AAAI Spring Symposium: Artificial Intelligence for Development 2010

Ashish Kapoor, Nathan Eagle, Eric Horvitz: People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population. AAAI Spring Symposium: Artificial Intelligence for Development 2010

Shamsi T. Iqbal, Yun-Cheng Ju, Eric Horvitz: Cars, calls, and cognition: investigating driving and divided attention. CHI 2010: 1281-1290

Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric Horvitz: Interactive optimization for steering machine classification. CHI 2010: 1343-1352

Brian P. Bailey, Eric Horvitz: What's your idea?: a case study of a grassroots innovation pipeline within a large software company. CHI 2010: 2065-2074

Shamsi T. Iqbal, Eric Horvitz: Notifications and awareness: a field study of alert usage and preferences. CSCW 2010: 27-30

Dan Bohus, Eric Horvitz: Facilitating multiparty dialog with gaze, gesture, and speech. ICMI-MLMI 2010: 5

Ryen W. White, Eric Horvitz: Predicting escalations of medical queries based on web page structure and content. SIGIR 2010: 769-770

Ryen W. White, Eric Horvitz: Cyberchondria: Studies of the escalation of medical concerns in Web search. ACM Trans. Inf. Syst. 27(4) (2009)

Eric Horvitz, William B. Kristan Jr.: Toward a computational microscope for neurobiology. The Fourth Paradigm 2009: 83-89

Josh Benaloh, Melissa Chase, Eric Horvitz, Kristin Lauter: Patient controlled encryption: ensuring privacy of electronic medical records. CCSW 2009: 103-114

Dan Bohus, Eric Horvitz: Dialog in the open world: platform and applications. ICMI 2009: 31-38

Ece Kamar, Eric Horvitz: Collaboration and Shared Plans in the Open World: Studies of Ridesharing. IJCAI 2009: 187

Dafna Shahaf, Eric Horvitz: Investigations of Continual Computation. IJCAI 2009: 285-291

Ashish Kapoor, Eric Horvitz: Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition. NIPS 2009: 898-906

Dan Bohus, Eric Horvitz: Models for Multiparty Engagement in Open-World Dialog. SIGDIAL Conference 2009: 225-234

Dan Bohus, Eric Horvitz: Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings. SIGDIAL Conference 2009: 244-252

Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz: Collabio: a game for annotating people within social networks. UIST 2009: 97-100

Andreas Krause, Eric Horvitz: A Utility-Theoretic Approach to Privacy and Personalization. AAAI 2008: 1181-1188

Ece Kamar, Eric Horvitz, Christopher Meek: Mobile opportunistic commerce: mechanisms, architecture, and application. AAMAS (2) 2008: 1087-1094

Ashish Kapoor, Eric Horvitz: Experience sampling for building predictive user models: a comparative study. CHI 2008: 657-666

Doug Downey, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz: Understanding the relationship between searchers' queries and information goals. CIKM 2008: 449-458

Ashish Kapoor, Desney S. Tan, Pradeep Shenoy, Eric Horvitz: Complementary computing for visual tasks: Meshing computer vision with human visual processing. FG 2008: 1-7

Andreas Krause, Eric Horvitz, Aman Kansal, Feng Zhao: Toward Community Sensing. IPSN 2008: 481-492

Jure Leskovec, Eric Horvitz: Planetary-scale views on a large instant-messaging network. WWW 2008: 915-924

Eric Horvitz: Reflections on Challenges and Promises of Mixed-Initiative Interaction. AI Magazine 28(2): 13-22 (2007)

John Krumm, Eric Horvitz: Predestination: Where Do You Want to Go Today? IEEE Computer 40(4): 105-107 (2007)

Eric Horvitz, Tim Paek: Complementary computing: policies for transferring callers from dialog systems to human receptionists. User Model. User-Adapt. Interact. 17(1-2): 159-182 (2007)

Shamsi T. Iqbal, Eric Horvitz: Disruption and recovery of computing tasks: field study, analysis, and directions. CHI 2007: 677-686

Prasun Dewan, Jonathan Grudin, Eric Horvitz: Towards mixed-initiative access control. CollaborateCom 2007: 64-71

Ashish Kapoor, Eric Horvitz, Sumit Basu: Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning. IJCAI 2007: 877-882

Doug Downey, Susan T. Dumais, Eric Horvitz: Models of Searching and Browsing: Languages, Studies, and Application. IJCAI 2007: 2740-2747

Meredith Ringel Morris, Eric Horvitz: S³: Storable, Shareable Search. INTERACT (1) 2007: 120-123

Jaime Teevan, Susan T. Dumais, Eric Horvitz: Characterizing the value of personalizing search. SIGIR 2007: 757-758

Doug Downey, Susan T. Dumais, Eric Horvitz: Heads and tails: studies of web search with common and rare queries. SIGIR 2007: 847-848

Ashish Kapoor, Eric Horvitz: On Discarding, Caching, and Recalling Samples in Active Learning. UAI 2007: 209-216

Meredith Ringel Morris, Eric Horvitz: SearchTogether: an interface for collaborative web search. UIST 2007: 3-12

Ashish Kapoor, Eric Horvitz: Principles of Lifelong Learning for Predictive User Modeling. User Modeling 2007: 37-46

Eric Horvitz, Paul Koch, Muru Subramani: Mobile Opportunistic Planning: Methods and Models. User Modeling 2007: 228-237

Shamsi T. Iqbal, Eric Horvitz: Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity. User Modeling 2007: 350-354

John Krumm, Eric Horvitz: Driver Destination Models. User Modeling 2007: 360-364

Jure Leskovec, Susan T. Dumais, Eric Horvitz: Web projections: learning from contextual subgraphs of the web. WWW 2007: 471-480

Francis R. Bach, David Heckerman, Eric Horvitz: Considering Cost Asymmetry in Learning Classifiers. Journal of Machine Learning Research 7: 1713-1741 (2006)

Julia Letchner, John Krumm, Eric Horvitz: Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning. AAAI 2006: 1795-1800

John Krumm, Eric Horvitz: Predestination: Inferring Destinations from Partial Trajectories. Ubicomp 2006: 243-260

Nuria Oliver, Eric Horvitz: Selective perception policies for guiding sensing and computation in multimodal systems: A comparative analysis. Computer Vision and Image Understanding 100(1-2): 198-224 (2005)

Eric Horvitz: From the Guest Editor...: Special Issue on Graph-Based Representations. Decision Analysis 2(3): 125-126 (2005)

Eric Horvitz: From the Guest Editor...: New Contributions and Reflections on Graph-Based Representations for Decision Analysis. Decision Analysis 2(4): 183-184 (2005)

Paul N. Bennett, Susan T. Dumais, Eric Horvitz: The Combination of Text Classifiers Using Reliability Indicators. Inf. Retr. 8(1): 67-100 (2005)

Ken Hinckley, Jeffrey S. Pierce, Eric Horvitz, Mike Sinclair: Foreground and background interaction with sensor-enhanced mobile devices. ACM Trans. Comput.-Hum. Interact. 12(1): 31-52 (2005)

Judith S. Olson, Jonathan Grudin, Eric Horvitz: A study of preferences for sharing and privacy. CHI Extended Abstracts 2005: 1985-1988

Ramaswamy Hariharan, John Krumm, Eric Horvitz: Web-Enhanced GPS. LoCA 2005: 95-104

Jaime Teevan, Susan T. Dumais, Eric Horvitz: Personalizing search via automated analysis of interests and activities. SIGIR 2005: 449-456

Eric Horvitz, Johnson Apacible, Raman Sarin, Lin Liao: Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service. UAI 2005: 275-283

Nuria Oliver, Eric Horvitz: A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities. User Modeling 2005: 199-209

Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apacible, Muru Subramani: Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices. User Modeling 2005: 251-260

Eric Horvitz, Johnson Apacible, Muru Subramani: Balancing Awareness and Interruption: Investigation of Notification Deferral Policies. User Modeling 2005: 433-437

Adel Youssef, John Krumm, Ed Miller, Gerry Cermak, Eric Horvitz: Computing location from ambient FM radio signals [commercial radio station signals]. WCNC 2005: 824-829

Xuehua Shen, Susan T. Dumais, Eric Horvitz: Analysis of topic dynamics in web search. WWW (Special interest tracks and posters) 2005: 1102-1103

Nuria Oliver, Ashutosh Garg, Eric Horvitz: Layered representations for learning and inferring office activity from multiple sensory channels. Computer Vision and Image Understanding 96(2): 163-180 (2004)

David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill: Actions, answers, and uncertainty: a decision-making perspective on Web-based question answering. Inf. Process. Manage. 40(5): 849-868 (2004)

Yongshao Ruan, Henry A. Kautz, Eric Horvitz: The Backdoor Key: A Path to Understanding Problem Hardness. AAAI 2004: 124-130

Eric Horvitz: A Curse of Riches or a Blessing? Information Access and Awareness Under Scarce Cognitive Resources. AH 2004: 3

George G. Robertson, Eric Horvitz, Mary Czerwinski, Patrick Baudisch, Dugald Ralph Hutchings, Brian Meyers, Daniel C. Robbins, Greg Smith: Scalable Fabric: flexible task management. AVI 2004: 85-89

Daniel C. Robbins, Edward Cutrell, Raman Sarin, Eric Horvitz: ZoneZoom: map navigation for smartphones with recursive view segmentation. AVI 2004: 231-234

Mary Czerwinski, Eric Horvitz, Susan Wilhite: A diary study of task switching and interruptions. CHI 2004: 175-182

Joe Tullio, James Begole, Eric Horvitz, Elizabeth D. Mynatt: Forecasting presence and availability. CHI Extended Abstracts 2004: 1713-1714

Eric Horvitz, Paul Koch, Johnson Apacible: BusyBody: creating and fielding personalized models of the cost of interruption. CSCW 2004: 507-510

Nuria Oliver, Eric Horvitz: S-SEER: Selective Perception in a Multimodal Office Activity Recognition System. MLMI 2004: 122-135

John Krumm, Eric Horvitz: LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths. MobiQuitous 2004: 4-13

Tim Paek, Eric Horvitz: Optimizing Automated Call Routing by Integrating Spoken Dialog Models with Queuing Models. HLT-NAACL 2004: 41-48

Susan T. Dumais, Edward Cutrell, Raman Sarin, Eric Horvitz: Implicit queries (IQ) for contextualized search. SIGIR 2004: 594

Evgeniy Gabrilovich, Susan T. Dumais, Eric Horvitz: Newsjunkie: providing personalized newsfeeds via analysis of information novelty. WWW 2004: 482-490

Eric Horvitz, Carl Myers Kadie, Tim Paek, David Hovel: Models of attention in computing and communication: from principles to applications. Commun. ACM 46(3): 52-59 (2003)

John Krumm, Gerry Cermak, Eric Horvitz: RightSPOT: A Novel Sense of Location for a Smart Personal Object. Ubicomp 2003: 36-43

Eric Horvitz, Johnson Apacible: Learning and reasoning about interruption. ICMI 2003: 20-27

Nuria Oliver, Eric Horvitz: Selective perception policies for guiding sensing and computation in multimodal systems: a comparative analysis. ICMI 2003: 36-43

Meredith Ringel, Edward Cutrell, Susan T. Dumais, Eric Horvitz: Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores. INTERACT 2003

David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill: Web-Based Question Answering: A Decision-Making Perspective. UAI 2003: 11-19

M. Brian Blake, Karen Zita Haigh, Henry Hexmoor, Rino Falcone, Leen-Kiat Soh, Chitta Baral, Sheila A. McIlraith, Piotr J. Gmytrasiewicz, Simon Parsons, Rainer Malaka, Antonio Krüger, Paolo Bouquet, Bill Smart, Koichi Kurumantani, Adam Pease, Michael Brenner, Marie desJardins, Ulrich Junker, James P. Delgrande, Jon Doyle, Francesca Rossi, Torsten Schaub, Carla P. Gomes, Toby Walsh, Haipeng Guo, Eric Horvitz, Nancy Ide, Christopher A. Welty, Frank D. Anger, Hans W. Guesgen, Gérard Ligozat: AAAI 2002 Workshops. AI Magazine 23(4): 113-121 (2002)

Henry A. Kautz, Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Bart Selman: Dynamic Restart Policies. AAAI/IAAI 2002: 674-681

Yongshao Ruan, Eric Horvitz, Henry A. Kautz: Restart Policies with Dependence among Runs: A Dynamic Programming Approach. CP 2002: 573-586

Nuria Oliver, Eric Horvitz, Ashutosh Garg: Layered Representations for Human Activity Recognition. ICMI 2002: 3-8

Eric Horvitz: Uncertainty, intelligence, and interaction. IUI 2002: 3-3

Paul N. Bennett, Susan T. Dumais, Eric Horvitz: Probabilistic combination of text classifiers using reliability indicators: models and results. SIGIR 2002: 207-214

Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs: Coordinates: Probabilistic Forecasting of Presence and Availability. UAI 2002: 224-233

Corin R. Anderson, Eric Horvitz: Web montage: a dynamic personalized start page. WWW 2002: 704-712

Eric Horvitz, Shlomo Zilberstein: Computational tradeoffs under bounded resources. Artif. Intell. 126(1-2): 1-4 (2001)

Eric Horvitz: Principles and applications of continual computation. Artif. Intell. 126(1-2): 159-196 (2001)

Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering: A Bayesian Approach to Tackling Hard Computational Problems (Preliminary Report). Electronic Notes in Discrete Mathematics 9: 376-391 (2001)

Ingrid Zuckerman, Eric Horvitz: Using Machine Learning Techniques to Interpret WH-questions. ACL 2001: 547-554

Songsong Xu, Kim-Leng Poh, Eric Horvitz: Graphical Analysis of Value of Information in Decision Models. FLAIRS Conference 2001: 155-159

Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering: A Bayesian Approach to Tackling Hard Computational Problems. UAI 2001: 235-244

Ken Hinckley, Eric Horvitz: Toward more sensitive mobile phones. UIST 2001: 191-192

Eric Horvitz, Tim Paek: Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems. User Modeling 2001: 3-13

David M. Pennock, Eric Horvitz, C. Lee Giles: Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000: 729-734

David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz: A Normative Examination of Ensemble Learning Algorithms. ICML 2000: 735-742

Tim Paek, Eric Horvitz, Eric K. Ringger: Continuous listening for unconstrained spoken dialog. INTERSPEECH 2000: 138-141

Eric Horvitz, Tim Paek: Deeplistener: harnessing expected utility to guide clarification dialog in spoken language systems. INTERSPEECH 2000: 226-229

Eric Horvitz: Uncertainty, Utility, and Understanding. Intelligent Tutoring Systems 2000: 18

Tim Paek, Eric Horvitz: Conversation as Action Under Uncertainty. UAI 2000: 455-464

David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000: 473-480

Ken Hinckley, Jeffrey S. Pierce, Mike Sinclair, Eric Horvitz: Sensing techniques for mobile interaction. UIST 2000: 91-100

Eric Horvitz: Principles of Mixed-Initiative User Interfaces. CHI 1999: 159-166

Eric Horvitz: Continual Computation Policies for Allocating Offline and Real-Time Resources. IJCAI 1999: 1280-1287

Jude W. Shavlik, Lawrence Birnbaum, William R. Swartout, Eric Horvitz, Barbara Hayes-Roth: Bridging Science and Applications (Panel). IUI 1999: 45-46

Eric Horvitz, Andy Jacobs, David Hovel: Attention-Sensitive Alerting. UAI 1999: 305-313

Eric Horvitz: Continual Computation Policies for Utility-Directed Prefetching. CIKM 1998: 175-184

David Heckerman, Eric Horvitz: Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. UAI 1998: 230-237

Eric Horvitz, Jack S. Breese, David Heckerman, David Hovel, Koos Rommelse: The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. UAI 1998: 256-265

Eric Horvitz: Models of Continual Computation. AAAI/IAAI 1997: 286-293

Lawrence Birnbaum, Eric Horvitz, David Kurlander, Henry Lieberman, Joe Marks, Steven F. Roth: Compelling Intelligent User Interfaces - How Much AI? IUI 1997: 173-175

Eric Horvitz, Jed Lengyel: Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. UAI 1997: 238-249

Eric Horvitz, Adam Seiver: Time-Critical Action: Representations and Application. UAI 1997: 250-257

Bart Selman, Rodney A. Brooks, Thomas L. Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson: Challenge Problems for Artificial Intelligence (Panel Statements). AAAI/IAAI, Vol. 2 1996: 1340-1345

Eric Horvitz: Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract). SOFSEM 1996: 94

Kim-Leng Poh, Eric Horvitz: A Graph-Theoretic Analysis of Information Value. UAI 1996: 427-435

Eric Horvitz, Finn Verner Jensen (Eds.): UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, Reed College, Portland, Oregon, USA, August 1-4, 1996. Morgan Kaufmann 1996, isbn 1-55860-412-X

Lisa J. Burnell, Eric Horvitz: Structure and Chance: Melding Logic and Probability for Software Debugging. Commun. ACM 38(3): 31-41 (1995)

Eric Horvitz, Matthew Barry: Display of Information for Time-Critical Decision Making. UAI 1995: 296-305

Eric Horvitz, Adrian C. Klein: Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. UAI 1995: 306-314

Sampath Srinivas, Eric Horvitz: Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis. UAI 1995: 523-531

Paul Dagum, Eric Horvitz: A Bayesian analysis of simulation algorithms for inference in belief networks. Networks 23(5): 499-516 (1993)

David Heckerman, Eric Horvitz, Blackford Middleton: An Approximate Nonmyopic Computation for Value of Information. IEEE Trans. Pattern Anal. Mach. Intell. 15(3): 292-298 (1993)

Eric Horvitz, Adrian C. Klein: Utility-Based Abstraction and Categorization. UAI 1993: 128-135

Kim-Leng Poh, Eric Horvitz: Reasoning about the Value of Decision-Model Refinement: Methods and Application. UAI 1993: 174-182

Paul Dagum, Adam Galper, Eric Horvitz: Dynamic Network Models for Forecasting. UAI 1992: 41-48

Paul Dagum, Eric Horvitz: Reformulating Inference Problems Through Selective Conditioning. UAI 1992: 49-54

Max Henrion, John S. Breese, Eric Horvitz: Decision Analysis and Expert Systems. AI Magazine 12(4): 64-91 (1991)

David Heckerman, Eric Horvitz, Blackford Middleton: An Approximate Nonmyopic Computation for Value of Information. UAI 1991: 135-141

Eric Horvitz, Geoffrey Rutledge: Time-Dependent Utility and Action Under Uncertainty. UAI 1991: 151-158

Jack S. Breese, Eric Horvitz: Ideal reformulation of belief networks. UAI 1990: 129-144

David Heckerman, Eric Horvitz: Problem formulation as the reduction of a decision model. UAI 1990: 159-170

Eric Horvitz, Gregory F. Cooper, David Heckerman: Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study. IJCAI 1989: 1121-1127

Eric Horvitz, John S. Breese, Max Henrion: Decision theory in expert systems and artificial intelligenc. Int. J. Approx. Reasoning 2(3): 247-302 (1988)

Eric Horvitz: Reasoning about beliefs and actions under computational resource constraints. Int. J. Approx. Reasoning 2(3): 337-338 (1988)

Eric Horvitz: Reasoning under Varying and Uncertain Resource Constraints. AAAI 1988: 111-116

Tod S. Levitt, Eric Horvitz: Book Review: Heuristics - Intelligent Search Strategies for Computer Problem Solving. AI Magazine 8(1): 81, 99 (1987)

David Heckerman, Eric Horvitz: On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty. AAAI 1987: 121-126

Eric Horvitz: Reasoning about Beliefs and Actions Under Computational Resource Constraints. UAI 1987: 301-324

Eric Horvitz, David Heckerman, Curtis Langlotz: A Framework for Comparing Alternative Formalisms for Plausible Reasoning. AAAI 1986: 210-214

David Heckerman, Eric Horvitz: The myth of modularity in rule-based systems for reasoning with uncertainty. UAI 1986: 23-34

Eric Horvitz, David Heckerman: The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research. UAI 1985: 137-152